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Publications

Scientific publications are the most important measure of our academic excellence and impact. In the past years, CISPA researchers have published many papers at scientific top-tier conferences and in prestigious journals. Our publications are listed in our publications database, including a link to the original paper.

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Year 2024

Conference / Medium

International Symposium on Research in Attacks Intrusions and Defenses (RAID) Down to earth! Guidelines for DGA-based Malware Detection

Conference / Medium

International Symposium on Research in Attacks Intrusions and Defenses (RAID) Understanding Web Fingerprinting with a Protocol-Centric Approach

Conference / Medium

International Conference on Machine Learning (ICML) Robust Yet Efficient Conformal Prediction Sets

Conference / Medium

International Conference on Machine Learning (ICML) On Convergence of Incremental Gradient for Non-convex Smooth Functions

Conference / Medium

International Conference on Machine Learning (ICML) Spectral Preconditioning for Gradient Methods on Graded Non-convex Functions

Conference / Medium

International Conference on Machine Learning (ICML) Non-Convex Stochastic Composite Optimization with Polyak Momentum

Conference / Medium

International Conference on Machine Learning (ICML) Universal Gradient Methods for Stochastic Convex Optimization

Conference / Medium

ICML Workshop on Foundation Models in the WIld (ICML-W) POST: A Framework for Privacy of Soft-prompt Transfer

Conference / Medium

International Conference on Machine Learning (ICML) Prompt-Independent Data Protection Against Latent Diffusion Models